{"id":3276,"date":"2025-06-14T08:28:00","date_gmt":"2025-06-14T00:28:00","guid":{"rendered":"https:\/\/www.topfastpcb.com\/?p=3276"},"modified":"2025-06-16T19:31:48","modified_gmt":"2025-06-16T11:31:48","slug":"what-is-aoi-automated-optical-inspection","status":"publish","type":"post","link":"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/","title":{"rendered":"AOI (Otomatik Optik Muayene) nedir?"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_74 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0130\u00e7indekiler<\/p>\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#What_is_AOI%EF%BC%9F\" >AOI nedir\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#AOI_System_Working_Principle\" >AOI Sistemi \u00c7al\u0131\u015fma Prensibi<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#1_Image_Acquisition_Stage\" >1.G\u00f6r\u00fcnt\u00fc Elde Etme A\u015famas\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#2_Image_Preprocessing\" >2.G\u00f6r\u00fcnt\u00fc \u00d6n \u0130\u015fleme<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#3_Intelligent_Defect_Detection\" >3.Ak\u0131ll\u0131 Kusur Tespiti<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#4_Output_Feedback\" >4. \u00c7\u0131kt\u0131 &amp; Geri bildirim<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#AOI_Technology_Advantage\" >AOI Teknoloji Avantaj\u0131<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#1_Limitations_of_Manual_Inspection\" >1.Manuel Denetimin S\u0131n\u0131rlamalar\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#2_Core_Detection_Capabilities_of_AOI\" >2.AOI'nin Temel Alg\u0131lama Yetenekleri<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#3_Quantified_Performance_Advantages\" >3.Say\u0131salla\u015ft\u0131r\u0131lm\u0131\u015f Performans Avantajlar\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#4_Smart_Manufacturing_Integration\" >4. Ak\u0131ll\u0131 \u00dcretim Entegrasyonu<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#The_critical_role_of_AOI_in_SMT_production_lines\" >SMT \u00fcretim hatlar\u0131nda AOI'nin kritik rol\u00fc<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#I_Four_Key_Inspection_Nodes_of_AOI_in_SMT_Process\" >I.SMT S\u00fcrecinde AOI'nin D\u00f6rt Temel Muayene D\u00fc\u011f\u00fcm\u00fc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#II_Technical-Economic_Comparison_Pre-Reflow_vs_Post-Reflow_AOI\" >II.Teknik-Ekonomik Kar\u015f\u0131la\u015ft\u0131rma: Yeniden Ak\u0131\u015f \u00d6ncesi ve Yeniden Ak\u0131\u015f Sonras\u0131 AOI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#III_Best_Practice_Recommendations\" >III. En \u0130yi Uygulama \u00d6nerileri<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#AOI_Inspection_Quick_Reference_Guide\" >AOI Denetimi H\u0131zl\u0131 Referans K\u0131lavuzu<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#1_Character_Misjudgment\" >1.Karakter Yanl\u0131\u015f De\u011ferlendirmesi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#2_Inspection_Blind_Spots\" >2.Denetim K\u00f6r Noktalar\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#3_Solder_Joint_Standards_Debate\" >3.Lehim Ba\u011flant\u0131 Standartlar\u0131 Tart\u0131\u015fmas\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#4_Implementation_Results\" >4.Uygulama Sonu\u00e7lar\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#5_Quick_Troubleshooting_Table\" >5. H\u0131zl\u0131 Sorun Giderme Tablosu<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#AOI_Technology_Applications_and_Industry_Coverage\" >AOI Teknoloji Uygulamalar\u0131 ve Sekt\u00f6r Kapsam\u0131<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#1_Core_Application_Fields\" >1.Temel Uygulama Alanlar\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#2_Broad_Industrial_Applications\" >2.Geni\u015f End\u00fcstriyel Uygulamalar<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#3_Emerging_Technology_Integration\" >3.Geli\u015fen Teknoloji Entegrasyonu<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#4_Technology_Selection_Guide\" >4. Teknoloji Se\u00e7im K\u0131lavuzu<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/#Conclusion\" >Sonu\u00e7<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_is_AOI%EF%BC%9F\"><\/span>Nedir bu? <strong>AOI<\/strong>\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2><p>AOI (Otomatik Optik Muayene), temel olarak a\u015fa\u011f\u0131dakilerin kalite kontrol\u00fc i\u00e7in kullan\u0131lan, makine g\u00f6r\u00fc\u015f\u00fcne dayal\u0131 y\u00fcksek hassasiyetli bir end\u00fcstriyel alg\u0131lama sistemidir <a href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/printed-circuit-board-pcb\/\">bask\u0131l\u0131 devre kartlar\u0131<\/a> (PCB'ler). Temel prensibi, PCB montaj hatalar\u0131n\u0131 (\u00f6rn. bile\u015fen yanl\u0131\u015f hizalamas\u0131, eksik par\u00e7alar) ve lehimleme sorunlar\u0131n\u0131 (\u00f6rn. k\u00f6pr\u00fcleme, so\u011fuk ba\u011flant\u0131lar) otomatik olarak tan\u0131mlamak i\u00e7in y\u00fcksek h\u0131zl\u0131 optik g\u00f6r\u00fcnt\u00fclemeyi ak\u0131ll\u0131 algoritmalarla birle\u015ftirmeyi i\u00e7erir.<\/p><h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"AOI_System_Working_Principle\"><\/span><strong>AOI Sistemi \u00c7al\u0131\u015fma Prensibi<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2><h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Image_Acquisition_Stage\"><\/span>1.G\u00f6r\u00fcnt\u00fc Elde Etme A\u015famas\u0131<span class=\"ez-toc-section-end\"><\/span><\/h3><ul class=\"wp-block-list\"><li><strong>Y\u00fcksek hassasiyetli g\u00f6r\u00fcnt\u00fcleme<\/strong>: PCB y\u00fczey \u00f6zelliklerini mikron d\u00fczeyinde \u00e7\u00f6z\u00fcn\u00fcrl\u00fckte yakalamak i\u00e7in halka ayd\u0131nlatmal\u0131 end\u00fcstriyel CMOS\/CCD kameralar kullan\u0131r<\/li>\n\n<li><strong>\u00c7ok boyutlu yakalama<\/strong>: 2D incelemeyi (lehim ba\u011flant\u0131lar\u0131\/silkscreen) ve 3D topografi analizini (lehim pastas\u0131 y\u00fcksekli\u011fi\/bile\u015fen e\u015f d\u00fczlemlili\u011fi) destekler<\/li><\/ul><h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Image_Preprocessing\"><\/span>2.G\u00f6r\u00fcnt\u00fc \u00d6n \u0130\u015fleme<span class=\"ez-toc-section-end\"><\/span><\/h3><ul class=\"wp-block-list\"><li><strong>G\u00fcr\u00fclt\u00fc bast\u0131rma<\/strong>: Optik paraziti ortadan kald\u0131rmak i\u00e7in Gauss filtreleme ve morfolojik i\u015flemler uygular<\/li>\n\n<li><strong>\u00d6zellik geli\u015ftirme<\/strong>: Hedef alan kontrast\u0131n\u0131 iyile\u015ftirmek i\u00e7in kenar keskinle\u015ftirme ve HDR f\u00fczyonu kullan\u0131r<\/li>\n\n<li><strong>Koordinat hizalama<\/strong>: Referans noktalar\u0131 olarak fiducial i\u015faretleri kullanarak CAD'den g\u00f6r\u00fcnt\u00fcye kay\u0131t ger\u00e7ekle\u015ftirir<\/li><\/ul><h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Intelligent_Defect_Detection\"><\/span>3.Ak\u0131ll\u0131 Kusur Tespiti<span class=\"ez-toc-section-end\"><\/span><\/h3><ul class=\"wp-block-list\"><li><strong>Standartlara dayal\u0131 do\u011frulama<\/strong>: IPC-A-610 kriterlerine g\u00f6re bile\u015fen yerle\u015fimi\/polarite\/ lehim ba\u011flant\u0131 morfolojisini kontrol eder<\/li>\n\n<li><strong>Hibrit algoritmalar<\/strong>:<br>Geleneksel:\u015eablon e\u015fle\u015ftirme, Blob analizi<br>Yapay zeka destekli: Mezar ta\u015flar\u0131n\u0131, so\u011fuk lehimleri vb. tespit etmek i\u00e7in CNN a\u011flar\u0131.<\/li><\/ul><h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Output_Feedback\"><\/span>4. \u00c7\u0131kt\u0131 &amp; Geri bildirim<span class=\"ez-toc-section-end\"><\/span><\/h3><ul class=\"wp-block-list\"><li><strong>Kademeli uyar\u0131<\/strong>: Kusur \u00f6nem derecesine g\u00f6re g\u00f6rsel\/sesli alarmlar\u0131 tetikler (Kritik\/B\u00fcy\u00fck\/K\u00fc\u00e7\u00fck)<\/li>\n\n<li><strong>Sistem entegrasyonu<\/strong>: NG sonu\u00e7lar\u0131n\u0131 onar\u0131m istasyonu koordinatlar\u0131 ile MES'e senkronize eder<\/li>\n\n<li><strong>S\u00fcre\u00e7 optimizasyonu<\/strong>:Yeniden ak\u0131\u015f f\u0131r\u0131n\u0131\/pick-and-place makinesi ayar\u0131 i\u00e7in SPC verileri sa\u011flar<\/li><\/ul><div class=\"wp-block-image\"><figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"402\" src=\"https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/pcb-test.jpg\" alt=\"AOI testi\" class=\"wp-image-3218\" srcset=\"https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/pcb-test.jpg 600w, https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/pcb-test-300x201.jpg 300w, https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/pcb-test-18x12.jpg 18w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure><\/div><h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"AOI_Technology_Advantage\"><\/span>AOI Teknoloji Avantaj\u0131<span class=\"ez-toc-section-end\"><\/span><\/h2><h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Limitations_of_Manual_Inspection\"><\/span><strong>1.Manuel Denetimin S\u0131n\u0131rlamalar\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3><p>\u0130lk PCB denetimi manuel g\u00f6rsel kontrollere dayan\u0131yordu. Ancak, teknolojinin geli\u015fmesiyle birlikte <strong><a href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/high-density-interconnector-pcb\/\">y\u00fcksek yo\u011funluklu ara ba\u011flant\u0131<\/a> (HDI)<\/strong> tasar\u0131mlar ve <strong>seri\u0307 \u00fcreti\u0307m<\/strong> talepleri, manuel y\u00f6ntemler \u00fc\u00e7 kritik zorlukla kar\u015f\u0131 kar\u015f\u0131yad\u0131r:<\/p><ul class=\"wp-block-list\"><li><strong>D\u00fc\u015f\u00fck g\u00fcvenilirlik<\/strong>: Yorgunlu\u011fa ve \u00f6znel yarg\u0131ya e\u011filimli, kusurdan ka\u00e7\u0131\u015f oranlar\u0131 <strong>15%<\/strong><\/li>\n\n<li><strong>Verimsizlik<\/strong>: Muayene h\u0131z\u0131 <strong>&lt;0,5 pano\/dakika<\/strong>Modern SMT hat d\u00f6ng\u00fcleri ile uyumsuz<\/li>\n\n<li><strong>Artan maliyetler<\/strong>: \u0130\u015fg\u00fcc\u00fc hesaplar\u0131 <strong>8%-12%<\/strong> uzun e\u011fitim gereksinimleri ile toplam PCB maliyetlerinin<\/li><\/ul><h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Core_Detection_Capabilities_of_AOI\"><\/span><strong>2.AOI'nin Temel Alg\u0131lama Yetenekleri<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3><p>Do\u011fru \u015fekilde tan\u0131mlar <strong>7 ana kusur kategorisi<\/strong>:<\/p><figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Kusur T\u00fcr\u00fc<\/th><th>\u00d6rnekler<\/th><th>Tespit Do\u011frulu\u011fu<\/th><\/tr><\/thead><tbody><tr><td>Bile\u015fen Yerle\u015fimi<\/td><td>Eksik, yanl\u0131\u015f hizalama ve ters polarite<\/td><td><strong>\u00b125\u03bcm<\/strong><\/td><\/tr><tr><td>Lehim Ba\u011flant\u0131 Kalitesi<\/td><td>So\u011fuk lehim, k\u00f6pr\u00fcleme ve yetersiz lehim<\/td><td><strong>5 \u00e7ap tolerans\u0131<\/strong><\/td><\/tr><tr><td>Kur\u015fun Form Kusurlar\u0131<\/td><td>B\u00fck\u00fclm\u00fc\u015f, kald\u0131r\u0131lm\u0131\u015f, d\u00fczlemsel olmayan u\u00e7lar<\/td><td><strong>15\u03bcm \u00e7\u00f6z\u00fcn\u00fcrl\u00fck<\/strong><\/td><\/tr><\/tbody><\/table><\/figure><p><strong>Geleneksel Y\u00f6ntemlere G\u00f6re Benzersiz Avantajlar<\/strong>:<\/p><ul class=\"wp-block-list\"><li><strong>Test k\u00f6r noktalar\u0131n\u0131 ortadan kald\u0131r\u0131r<\/strong>: BGA alt dolgusunu, 0201 bile\u015fenlerini ve ICT problar\u0131n\u0131n eri\u015femedi\u011fi di\u011fer alanlar\u0131 tespit eder<\/li>\n\n<li><strong>Kapal\u0131 d\u00f6ng\u00fc veri analiti\u011fi<\/strong>: Ger\u00e7ek zamanl\u0131 hata s\u0131n\u0131fland\u0131rmas\u0131 (\u00f6rne\u011fin, \u015fablon bask\u0131 hatalar\u0131n\u0131n belirlenmesi) s\u00fcre\u00e7 optimizasyonuna olanak sa\u011flar<\/li><\/ul><h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Quantified_Performance_Advantages\"><\/span><strong>3.Say\u0131salla\u015ft\u0131r\u0131lm\u0131\u015f Performans Avantajlar\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3><figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Metrik<\/th><th>AOI Denetimi<\/th><th>Manuel Denetim<\/th><th>\u0130yile\u015ftirme<\/th><\/tr><\/thead><tbody><tr><td>Hassasiyet<\/td><td>Tespit eder <strong>0.01mm\u00b2 kusurlar<\/strong><\/td><td>\u0130nsan s\u0131n\u0131r\u0131: <strong>0,1 mm\u00b2<\/strong><\/td><td><strong>10 kat daha iyi<\/strong><\/td><\/tr><tr><td>H\u0131z<\/td><td><strong>20 pano\/dakika<\/strong> (\u00e7ift \u015feritli)<\/td><td><strong>0,3 pano\/dakika<\/strong><\/td><td><strong>66 kat daha h\u0131zl\u0131<\/strong><\/td><\/tr><tr><td>Tutarl\u0131l\u0131k<\/td><td><strong>CpK \u22651,67<\/strong><\/td><td>CpK \u22641,0<\/td><td><strong>Verim \u2191<\/strong><\/td><\/tr><\/tbody><\/table><\/figure><h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Smart_Manufacturing_Integration\"><\/span><strong>4. Ak\u0131ll\u0131 \u00dcretim Entegrasyonu<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3><ul class=\"wp-block-list\"><li><strong>Ger\u00e7ek zamanl\u0131 geri bildirim<\/strong>: MES uyar\u0131lar\u0131n\u0131 onar\u0131m istasyonu koordinatlar\u0131 ile tetikler (<strong>&lt;2 saniye yan\u0131t<\/strong>)<\/li>\n\n<li><strong>Kestirimci bak\u0131m<\/strong>: SPC tabanl\u0131 trend analizi, \u015fablon t\u0131kanmas\u0131 gibi sorunlar\u0131 \u00f6ng\u00f6r\u00fcr<\/li>\n\n<li><strong>Maliyet verimlili\u011fi<\/strong>: Tipik <strong>ROI &lt;6 ay<\/strong> ile <strong>50-70 oran\u0131nda hurda azalt\u0131m\u0131<\/strong><\/li><\/ul><div class=\"wp-block-image\"><figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"402\" src=\"https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/Through-Hole-Technology-1-1.jpg\" alt=\"AOI testi\" class=\"wp-image-3088\" srcset=\"https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/Through-Hole-Technology-1-1.jpg 600w, https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/Through-Hole-Technology-1-1-300x201.jpg 300w, https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/Through-Hole-Technology-1-1-18x12.jpg 18w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure><\/div><h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_critical_role_of_AOI_in_SMT_production_lines\"><\/span>SMT \u00fcretim hatlar\u0131nda AOI'nin kritik rol\u00fc<span class=\"ez-toc-section-end\"><\/span><\/h2><h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"I_Four_Key_Inspection_Nodes_of_AOI_in_SMT_Process\"><\/span>I.SMT S\u00fcrecinde AOI'nin D\u00f6rt Temel Muayene D\u00fc\u011f\u00fcm\u00fc<span class=\"ez-toc-section-end\"><\/span><\/h3><ul class=\"wp-block-list\"><li><strong>Lehim Pastas\u0131 Sonras\u0131 Denetim (SPI-AOI Entegrasyonu)<\/strong><\/li><\/ul><ul class=\"wp-block-list\"><li>Temel i\u015flev:Macun kal\u0131nl\u0131\u011f\u0131n\u0131 (\u00b15\u03bcm), kaplama alan\u0131n\u0131 ve k\u00f6pr\u00fcleme kusurlar\u0131n\u0131 \u00f6l\u00e7er<\/li>\n\n<li>\u00d6nleyici de\u011fer: \u015eablon t\u0131kanmas\u0131n\u0131n\/yanl\u0131\u015f hizalanmas\u0131n\u0131n erken tespiti yeniden ak\u0131\u015f hatalar\u0131n\u0131 \u00f6nler ( hata yakalama oran\u0131 iyile\u015ftirmesi)<\/li><\/ul><ul class=\"wp-block-list\"><li><strong>\u00c7ip Sonras\u0131 Bile\u015fen Yerle\u015fimi (\u00c7ip Mounter Sonras\u0131)<\/strong><\/li><\/ul><ul class=\"wp-block-list\"><li>Odaklanma:Eksik, ters veya yanl\u0131\u015f hizalanm\u0131\u015f 0201\/0402 bile\u015fenleri (\u00b115\u03bcm hassasiyet)<\/li>\n\n<li>Maliyet avantaj\u0131: Bu a\u015famadaki yeniden i\u015fleme maliyeti, yeniden ak\u0131\u015f sonras\u0131 d\u00fczeltmenin yaln\u0131zca 1\/20'si kadard\u0131r<\/li><\/ul><ul class=\"wp-block-list\"><li><strong>IC Sonras\u0131 Bile\u015fen Yerle\u015fimi (\u0130nce Aral\u0131kl\u0131 Cihazlar)<\/strong><\/li><\/ul><ul class=\"wp-block-list\"><li>Kritik yetenek:QFP\/BGA polarite hatalar\u0131n\u0131 ve u\u00e7 e\u015f d\u00fczlemlili\u011fini belirler (0,5\u00b0 a\u00e7\u0131sal \u00e7\u00f6z\u00fcn\u00fcrl\u00fck)<\/li>\n\n<li>S\u00fcre\u00e7 kontrol\u00fc: Otomatik ofset telafisi i\u00e7in alma ve yerle\u015ftirme makineleri ile ger\u00e7ek zamanl\u0131 veri al\u0131\u015fveri\u015fi<\/li><\/ul><ul class=\"wp-block-list\"><li><strong>Yeniden Ak\u0131\u015f Sonras\u0131 Son Denetim (Kapsaml\u0131 Kusur Taramas\u0131)<\/strong><\/li><\/ul><ul class=\"wp-block-list\"><li>Temel zorluklar:<br>3D lehim ba\u011flant\u0131 morfolojisi alg\u0131lama (10\u03bcm Z ekseni \u00e7\u00f6z\u00fcn\u00fcrl\u00fc\u011f\u00fc gerektirir)<br>G\u00f6lgeli alanlar\u0131n incelenmesi (\u00f6rn. QFN alt sonland\u0131rmalar\u0131)<\/li>\n\n<li>End\u00fcstri durumu: 92 tespit oran\u0131na kar\u015f\u0131l\u0131k yeniden ak\u0131\u015f \u00f6ncesi AOI i\u00e7in ,5<\/li><\/ul><h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"II_Technical-Economic_Comparison_Pre-Reflow_vs_Post-Reflow_AOI\"><\/span>II.Teknik-Ekonomik Kar\u015f\u0131la\u015ft\u0131rma: Yeniden Ak\u0131\u015f \u00d6ncesi ve Yeniden Ak\u0131\u015f Sonras\u0131 AOI<span class=\"ez-toc-section-end\"><\/span><\/h3><figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Boyut<\/th><th>Yeniden Ak\u0131\u015f \u00d6ncesi AOI<\/th><th>Yeniden Ak\u0131\u015f Sonras\u0131 AOI<\/th><\/tr><\/thead><tbody><tr><td><strong>Odaklanma<\/strong><\/td><td>S\u00fcre\u00e7 \u00f6nleme<\/td><td>Kalite g\u00fcvencesi<\/td><\/tr><tr><td><strong>Anahtar Metrik<\/strong><\/td><td>Yanl\u0131\u015f arama oran\u0131 &lt;%0,1<\/td><td>Ka\u00e7\u0131\u015f oran\u0131 ~%8<\/td><\/tr><tr><td><strong>Maliyet Verimlili\u011fi<\/strong><\/td><td>0.002 $\/board<\/td><td>0,15 $\/board yeniden i\u015fleme<\/td><\/tr><tr><td><strong>Teknik Zorluklar<\/strong><\/td><td>Y\u00fcksek h\u0131zl\u0131 dinamik denetim (\u226545cm\/s)<\/td><td>Karma\u015f\u0131k 3D lehim ba\u011flant\u0131 rekonstr\u00fcksiyonu<\/td><\/tr><\/tbody><\/table><\/figure><h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"III_Best_Practice_Recommendations\"><\/span>III. En \u0130yi Uygulama \u00d6nerileri<span class=\"ez-toc-section-end\"><\/span><\/h3><ul class=\"wp-block-list\"><li><strong>Ekipman Se\u00e7im Stratejisi<\/strong><\/li><\/ul><ul class=\"wp-block-list\"><li>Yeniden ak\u0131\u015f \u00f6ncesi:An\u0131nda teknoloji ile y\u00fcksek h\u0131zl\u0131 AOI'ye \u00f6ncelik verin (\u00f6rn. Koh Young KY8030)<\/li>\n\n<li>Yeniden ak\u0131\u015f sonras\u0131: 3D konfokal mikroskopi i\u00e7ermelidir (\u00f6rn. Omron VT-S730)<\/li><\/ul><ul class=\"wp-block-list\"><li><strong>Kapal\u0131 D\u00f6ng\u00fc Veri Uygulamas\u0131<\/strong><\/li><\/ul><ul class=\"wp-block-list\"><li>SPC kontrol \u00e7izelgeleri olu\u015fturma (macun kusurlar\u0131 &gt;%3 oldu\u011funda \u015fablon temizli\u011fini otomatik tetikleme)<\/li>\n\n<li>Yerle\u015ftirme ofset verilerini MES arac\u0131l\u0131\u011f\u0131yla alma ve yerle\u015ftirme makinelerine geri besleme (\u00b17\u03bcm telafi hassasiyeti)<\/li><\/ul><ul class=\"wp-block-list\"><li><strong>Gelecekteki Evrim Trendleri<\/strong><\/li><\/ul><ul class=\"wp-block-list\"><li>Derin \u00f6\u011frenme kullanan sanal AOI (EDA a\u015famas\u0131 kusur riski tahmini)<\/li>\n\n<li>\u00c7ok modlu kontrol (b\u00fct\u00fcnsel lehim ba\u011flant\u0131s\u0131 modellemesi i\u00e7in X-ray + AOI veri f\u00fczyonu)<\/li><\/ul><h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"AOI_Inspection_Quick_Reference_Guide\"><\/span><strong>AOI Denetimi H\u0131zl\u0131 Referans K\u0131lavuzu<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2><h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Character_Misjudgment\"><\/span><strong>1.Karakter Yanl\u0131\u015f De\u011ferlendirmesi<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3><ul class=\"wp-block-list\"><li><strong>Sorun<\/strong>: Bulan\u0131k\/tutars\u0131z bile\u015fen i\u015faretleri nedeniyle yanl\u0131\u015f \u00e7a\u011fr\u0131lar<\/li>\n\n<li><strong>\u00c7\u00f6z\u00fcmler<\/strong>:<\/li>\n\n<li>Kullan\u0131m <strong>\u00e7ok spektrumlu g\u00f6r\u00fcnt\u00fcleme<\/strong> (g\u00f6r\u00fcn\u00fcr + IR)<\/li>\n\n<li>Gri tonlama tolerans\u0131n\u0131 ayarlama (<strong>\u0394E &lt; 15<\/strong>)<\/li>\n\n<li>Kritik karakter kontrollerini azalt\u0131n<\/li><\/ul><h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Inspection_Blind_Spots\"><\/span><strong>2.Denetim K\u00f6r Noktalar\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3><ul class=\"wp-block-list\"><li><strong>Yayg\u0131n K\u00f6r Noktalar<\/strong>:<\/li>\n\n<li>Uzun bile\u015fen g\u00f6lgeleri \u2192 <strong>45\u00b0 halka \u0131\u015f\u0131k + yan ayd\u0131nlatma<\/strong><\/li>\n\n<li>BGA alt lehim ba\u011flant\u0131lar\u0131 \u2192 <strong>Konfokal mikroskopi katman taramas\u0131<\/strong><\/li>\n\n<li>Bile\u015fenler &lt;Pano kenar\u0131ndan 3mm \u2192 <strong>5 mm'lik yasak b\u00f6lge tasar\u0131m\u0131<\/strong><\/li><\/ul><h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Solder_Joint_Standards_Debate\"><\/span><strong>3.Lehim Ba\u011flant\u0131 Standartlar\u0131 Tart\u0131\u015fmas\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3><ul class=\"wp-block-list\"><li><strong>Anahtar Parametreler<\/strong>:<\/li>\n\n<li>\u00c7ip bile\u015fenleri: <strong>Islatma a\u00e7\u0131s\u0131 25\u00b0-55\u00b0, Xc\/Xi=1.2-1.8<\/strong><\/li>\n\n<li>QFP bile\u015fenleri: <strong>Lehim filetosu \u2265 kur\u015fun kal\u0131nl\u0131\u011f\u0131<\/strong><\/li>\n\n<li><strong>Tasar\u0131m Kural\u0131<\/strong>:<\/li><\/ul><pre class=\"wp-block-code\"><code>  Ped uzant\u0131s\u0131 = Bile\u015fen uzunlu\u011fu \u00d7 0,25\n Minimum aral\u0131k = Avg. bile\u015fen y\u00fcksekli\u011fi + 0,5 mm<\/code><\/pre><h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Implementation_Results\"><\/span><strong>4.Uygulama Sonu\u00e7lar\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3><ul class=\"wp-block-list\"><li>Tipik iyile\u015ftirmeler:<br><strong>Yanl\u0131\u015f arama oran\u0131 \u2193<\/strong><br><strong>Muayene h\u0131z\u0131 \u2191<\/strong><\/li>\n\n<li>Acil durum d\u00fczeltmesi:<br>A\u015f\u0131r\u0131 yanl\u0131\u015f \u00e7a\u011fr\u0131lar varsa \u2192 <strong>Karakter kontrol\u00fcn\u00fc devre d\u0131\u015f\u0131 b\u0131rak<\/strong> veya etkinle\u015ftirin <strong>&#8220;\u00d6\u011frenme Modu&#8221;<\/strong><\/li><\/ul><h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_Quick_Troubleshooting_Table\"><\/span><strong>5. H\u0131zl\u0131 Sorun Giderme Tablosu<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3><figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Sorun T\u00fcr\u00fc<\/th><th>Birincil D\u00fczeltme<\/th><th>Yedekleme \u00c7\u00f6z\u00fcm\u00fc<\/th><\/tr><\/thead><tbody><tr><td>Karakter hatalar\u0131<\/td><td>Gri tonlama e\u015fi\u011fini ayarlama<\/td><td>Karakter kontrol\u00fcn\u00fc devre d\u0131\u015f\u0131 b\u0131rak<\/td><\/tr><tr><td>Lehim ba\u011flant\u0131s\u0131 hatalar\u0131<\/td><td>Yan ayd\u0131nlatma ekleyin<\/td><td>Manuel yeniden kontrol b\u00f6lgesi<\/td><\/tr><tr><td>G\u00f6lge m\u00fcdahalesi<\/td><td>PCB'yi 90\u00b0 d\u00f6nd\u00fcr\u00fcn<\/td><td>Yasak b\u00f6lge olarak i\u015faretleyin<\/td><\/tr><\/tbody><\/table><\/figure><div class=\"wp-block-image\"><figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"402\" src=\"https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/PCBA-Testing-3.jpg\" alt=\"AOI testi\" class=\"wp-image-3274\" srcset=\"https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/PCBA-Testing-3.jpg 600w, https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/PCBA-Testing-3-300x201.jpg 300w, https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/PCBA-Testing-3-18x12.jpg 18w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure><\/div><h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"AOI_Technology_Applications_and_Industry_Coverage\"><\/span><strong>AOI Teknoloji Uygulamalar\u0131 ve Sekt\u00f6r Kapsam\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2><h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Core_Application_Fields\"><\/span><strong>1.Temel Uygulama Alanlar\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3><ul class=\"wp-block-list\"><li><strong>SMT Elektronik \u00dcretimi<\/strong> (Birincil Etki Alan\u0131)<\/li><\/ul><ul class=\"wp-block-list\"><li><strong>Denetim Hedefleri<\/strong>:<br>Lehim ba\u011flant\u0131 kalitesi (bo\u015fluklar\/k\u00f6pr\u00fcler\/yetersiz lehim)<br>Bile\u015fen yerle\u015fimi (yanl\u0131\u015f hizalama\/ters \u00e7evirme\/eksik)<br>Polarite do\u011frulamas\u0131 (tantal kapasit\u00f6rler\/diyotlar oryantasyonu)<\/li>\n\n<li><strong>End\u00fcstri Standartlar\u0131<\/strong>:<br>IPC-A-610 S\u0131n\u0131f 3 (Havac\u0131l\u0131k\/Uzay\/T\u0131bbi s\u0131n\u0131f)<br>Alg\u0131lama do\u011frulu\u011fu: \u00b115\u03bcm (0201 bile\u015fen seviyesi)<\/li><\/ul><ul class=\"wp-block-list\"><li><strong>Ekran Paneli \u00dcretimi<\/strong> (LCD\/OLED)<\/li><\/ul><ul class=\"wp-block-list\"><li><strong>Kritik Denetimler<\/strong>:<br>Piksel kusurlar\u0131 (parlak\/koyu noktalar\/\u00e7izgi kusurlar\u0131)<br>Hizalama hassasiyeti (Panel ofseti &lt;3\u03bcm)<br>Yap\u0131\u015ft\u0131r\u0131c\u0131 homojenli\u011fi (UV tutkal geni\u015fli\u011fi tolerans\u0131 \u00b150\u03bcm)<\/li><\/ul><h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Broad_Industrial_Applications\"><\/span><strong>2.Geni\u015f End\u00fcstriyel Uygulamalar<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3><figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Sekt\u00f6r<\/th><th>Tipik Kullan\u0131m \u00d6rnekleri<\/th><th>Teknik \u00d6zellikler<\/th><\/tr><\/thead><tbody><tr><td><strong>Yar\u0131 \u0130letken Paketleme<\/strong><\/td><td>Wafer \u00e7arpma y\u00fcksekli\u011fi denetimi (\u00b11\u03bcm)<\/td><td>3D konfokal mikroskopi<\/td><\/tr><tr><td><strong>Otomotiv Elektroni\u011fi<\/strong><\/td><td>Motor ECU lehim ba\u011flant\u0131s\u0131 0 denetimi (s\u0131f\u0131r hata gereksinimi)<\/td><td>Titre\u015fime dayan\u0131kl\u0131 inline sistem<\/td><\/tr><tr><td><strong>Biyomedikal<\/strong><\/td><td>Mikroak\u0131\u015fkan \u00e7ip kanal b\u00fct\u00fcnl\u00fc\u011f\u00fc kontrol\u00fc<\/td><td>Mikron alt\u0131 beyaz \u0131\u015f\u0131k interferometrisi<\/td><\/tr><\/tbody><\/table><\/figure><h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Emerging_Technology_Integration\"><\/span><strong>3.Geli\u015fen Teknoloji Entegrasyonu<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3><ul class=\"wp-block-list\"><li><strong>Ak\u0131ll\u0131 Fabrika Uygulamas\u0131<\/strong><\/li><\/ul><ul class=\"wp-block-list\"><li>MES sistem entegrasyonu sa\u011flar:<br>Ger\u00e7ek zamanl\u0131 verim izleme (veri yenileme h\u0131z\u0131 \u22642s)<br>Uyarlanabilir alg\u0131lama e\u015fikleri (AI g\u00fcd\u00fcml\u00fc parametre ayar\u0131)<\/li><\/ul><ul class=\"wp-block-list\"><li><strong>Sekt\u00f6rler Aras\u0131 Geni\u015fleme<\/strong><\/li><\/ul><ul class=\"wp-block-list\"><li><strong>G\u0131da Ambalajlar\u0131<\/strong>: Al\u00fcminyum folyo conta b\u00fct\u00fcnl\u00fc\u011f\u00fc kontrol\u00fc (0,1 mm hassasiyet)<\/li>\n\n<li><strong>Tekstil End\u00fcstrisi<\/strong>: Kuma\u015f hatas\u0131 otomatik ay\u0131klama (30m\/dak h\u0131z)<\/li><\/ul><h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Technology_Selection_Guide\"><\/span><strong>4. Teknoloji Se\u00e7im K\u0131lavuzu<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3><ol class=\"wp-block-list\"><li><strong>Elektronik \u00dcretim \u00d6nceli\u011fi<\/strong>:<\/li><\/ol><ul class=\"wp-block-list\"><li>3D SPI+AOI entegre sistemleri (\u00f6rn. Koh Young KY8030)<\/li>\n\n<li>Minimum tespit edilebilir bile\u015fen: 01005 (40\u03bcm\u00d720\u03bcm)<\/li><\/ul><ul class=\"wp-block-list\"><li><strong>Genel End\u00fcstriyel Tavsiyeler<\/strong>:<\/li><\/ul><ul class=\"wp-block-list\"><li>Evrensel AOI sistemleri \u015fu \u00f6zelliklere sahip olmal\u0131d\u0131r:<br>\u00c7ok spektrumlu ayd\u0131nlatma (metal\/plastik y\u00fczeyler i\u00e7in)<br>IP54 koruma derecesi (toz\/ya\u011f direnci)<\/li><\/ul><h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span>Sonu\u00e7<span class=\"ez-toc-section-end\"><\/span><\/h2><p>Modern \u00fcretimde temel bir kalite kontrol arac\u0131 olan Otomatik Optik Muayene (AOI) teknolojisi, geleneksel SMT elektronik \u00fcretiminden LCD paneller, yar\u0131 iletken paketleme, otomotiv elektroni\u011fi ve biyomedikal gibi \u00e7e\u015fitli alanlara yay\u0131lm\u0131\u015ft\u0131r. Temel de\u011feri, lehim ba\u011flant\u0131 kusurlar\u0131n\u0131n, bile\u015fen yerle\u015ftirme hatalar\u0131n\u0131n ve polarite sorunlar\u0131n\u0131n otomatik olarak tespitini ger\u00e7ekle\u015ftirmek i\u00e7in y\u00fcksek hassasiyetli optik g\u00f6r\u00fcnt\u00fcleme (\u00b115\u03bcm) ve ak\u0131ll\u0131 algoritmalar\u0131n (\u00f6rne\u011fin, derin \u00f6\u011frenme) kombinasyonunda yatmaktad\u0131r ve ayn\u0131 zamanda, ak\u0131ll\u0131 \u00fcretimin y\u00fckseltilmesini te\u015fvik etmek i\u00e7in kapal\u0131 bir veri d\u00f6ng\u00fcs\u00fc olu\u015fturmak \u00fczere MES sistemi ile ba\u011flant\u0131 kurmaktad\u0131r. Gelecekte AOI, alg\u0131lama s\u0131n\u0131r\u0131n\u0131 daha da a\u015fmak ve End\u00fcstri 4.0 \u00e7a\u011f\u0131nda vazge\u00e7ilmez bir \"kalite bek\u00e7isi\" olmak i\u00e7in X-ray ve AI \u00f6ng\u00f6r\u00fcc\u00fc bak\u0131m ile derinlemesine entegre edilecektir.<\/p><p><\/p>","protected":false},"excerpt":{"rendered":"<p>AOI teknolojisinin SMT, yar\u0131 iletken ve otomotiv elektroni\u011findeki temel uygulamalar\u0131, otomatik optik denetimin nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131, sekt\u00f6rdeki sorunlu nokta \u00e7\u00f6z\u00fcmleri (\u00f6rn. 3D SPI inline sistemi) ve yapay zeka ve MES entegrasyonu yoluyla ,5 hata tespit oran\u0131na nas\u0131l ula\u015f\u0131laca\u011f\u0131.<\/p>","protected":false},"author":1,"featured_media":3272,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[109],"tags":[283,111],"class_list":["post-3276","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-faq","tag-aoi","tag-pcb"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What is AOI(Automated Optical Inspection)? - Topfastpcb<\/title>\n<meta name=\"description\" content=\"The core applications of AOI technology in SMT, semiconductor, and automotive electronics, including how automated optical inspection works, industry pain point solutions (e.g., 3D SPI inline system)\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What is AOI(Automated Optical Inspection)? - Topfastpcb\" \/>\n<meta property=\"og:description\" content=\"The core applications of AOI technology in SMT, semiconductor, and automotive electronics, including how automated optical inspection works, industry pain point solutions (e.g., 3D SPI inline system)\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/\" \/>\n<meta property=\"og:site_name\" content=\"Topfastpcb\" \/>\n<meta property=\"article:published_time\" content=\"2025-06-14T00:28:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-16T11:31:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/PCBA-Testing-2.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"600\" \/>\n\t<meta property=\"og:image:height\" content=\"402\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"\u6258\u666e\u6cd5\u65af\u7279\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u6258\u666e\u6cd5\u65af\u7279\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/\"},\"author\":{\"name\":\"\u6258\u666e\u6cd5\u65af\u7279\",\"@id\":\"https:\/\/www.topfastpcb.com\/#\/schema\/person\/39870874f1c329f3cd3693593dbdce3a\"},\"headline\":\"What is AOI(Automated Optical Inspection)?\",\"datePublished\":\"2025-06-14T00:28:00+00:00\",\"dateModified\":\"2025-06-16T11:31:48+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/\"},\"wordCount\":1149,\"publisher\":{\"@id\":\"https:\/\/www.topfastpcb.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/PCBA-Testing-2.jpg\",\"keywords\":[\"AOI\",\"PCB\"],\"articleSection\":[\"FAQ\"],\"inLanguage\":\"tr\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/\",\"url\":\"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/\",\"name\":\"What is AOI(Automated Optical Inspection)? - Topfastpcb\",\"isPartOf\":{\"@id\":\"https:\/\/www.topfastpcb.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/PCBA-Testing-2.jpg\",\"datePublished\":\"2025-06-14T00:28:00+00:00\",\"dateModified\":\"2025-06-16T11:31:48+00:00\",\"description\":\"The core applications of AOI technology in SMT, semiconductor, and automotive electronics, including how automated optical inspection works, industry pain point solutions (e.g., 3D SPI inline system)\",\"breadcrumb\":{\"@id\":\"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/#primaryimage\",\"url\":\"https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/PCBA-Testing-2.jpg\",\"contentUrl\":\"https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/PCBA-Testing-2.jpg\",\"width\":600,\"height\":402,\"caption\":\"AOI test\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.topfastpcb.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"What is AOI(Automated Optical Inspection)?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.topfastpcb.com\/#website\",\"url\":\"https:\/\/www.topfastpcb.com\/\",\"name\":\"Topfastpcb\",\"description\":\"Topfast Prime Choice for Global Electronics Manufacturing\",\"publisher\":{\"@id\":\"https:\/\/www.topfastpcb.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.topfastpcb.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"tr\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.topfastpcb.com\/#organization\",\"name\":\"Topfastpcb\",\"url\":\"https:\/\/www.topfastpcb.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/www.topfastpcb.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2026\/02\/cropped-topfast-logo.png\",\"contentUrl\":\"https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2026\/02\/cropped-topfast-logo.png\",\"width\":144,\"height\":56,\"caption\":\"Topfastpcb\"},\"image\":{\"@id\":\"https:\/\/www.topfastpcb.com\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.topfastpcb.com\/#\/schema\/person\/39870874f1c329f3cd3693593dbdce3a\",\"name\":\"\u6258\u666e\u6cd5\u65af\u7279\",\"sameAs\":[\"http:\/\/www.topfastpcb.com\"],\"url\":\"https:\/\/www.topfastpcb.com\/tr\/blog\/author\/admin\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"What is AOI(Automated Optical Inspection)? - Topfastpcb","description":"The core applications of AOI technology in SMT, semiconductor, and automotive electronics, including how automated optical inspection works, industry pain point solutions (e.g., 3D SPI inline system)","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/","og_locale":"tr_TR","og_type":"article","og_title":"What is AOI(Automated Optical Inspection)? - Topfastpcb","og_description":"The core applications of AOI technology in SMT, semiconductor, and automotive electronics, including how automated optical inspection works, industry pain point solutions (e.g., 3D SPI inline system)","og_url":"https:\/\/www.topfastpcb.com\/tr\/blog\/what-is-aoi-automated-optical-inspection\/","og_site_name":"Topfastpcb","article_published_time":"2025-06-14T00:28:00+00:00","article_modified_time":"2025-06-16T11:31:48+00:00","og_image":[{"width":600,"height":402,"url":"https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/PCBA-Testing-2.jpg","type":"image\/jpeg"}],"author":"\u6258\u666e\u6cd5\u65af\u7279","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"\u6258\u666e\u6cd5\u65af\u7279","Tahmini okuma s\u00fcresi":"6 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/#article","isPartOf":{"@id":"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/"},"author":{"name":"\u6258\u666e\u6cd5\u65af\u7279","@id":"https:\/\/www.topfastpcb.com\/#\/schema\/person\/39870874f1c329f3cd3693593dbdce3a"},"headline":"What is AOI(Automated Optical Inspection)?","datePublished":"2025-06-14T00:28:00+00:00","dateModified":"2025-06-16T11:31:48+00:00","mainEntityOfPage":{"@id":"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/"},"wordCount":1149,"publisher":{"@id":"https:\/\/www.topfastpcb.com\/#organization"},"image":{"@id":"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/#primaryimage"},"thumbnailUrl":"https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/PCBA-Testing-2.jpg","keywords":["AOI","PCB"],"articleSection":["FAQ"],"inLanguage":"tr"},{"@type":"WebPage","@id":"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/","url":"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/","name":"What is AOI(Automated Optical Inspection)? - Topfastpcb","isPartOf":{"@id":"https:\/\/www.topfastpcb.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/#primaryimage"},"image":{"@id":"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/#primaryimage"},"thumbnailUrl":"https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/PCBA-Testing-2.jpg","datePublished":"2025-06-14T00:28:00+00:00","dateModified":"2025-06-16T11:31:48+00:00","description":"The core applications of AOI technology in SMT, semiconductor, and automotive electronics, including how automated optical inspection works, industry pain point solutions (e.g., 3D SPI inline system)","breadcrumb":{"@id":"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/"]}]},{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/#primaryimage","url":"https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/PCBA-Testing-2.jpg","contentUrl":"https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2025\/06\/PCBA-Testing-2.jpg","width":600,"height":402,"caption":"AOI test"},{"@type":"BreadcrumbList","@id":"https:\/\/www.topfastpcb.com\/blog\/what-is-aoi-automated-optical-inspection\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.topfastpcb.com\/"},{"@type":"ListItem","position":2,"name":"What is AOI(Automated Optical Inspection)?"}]},{"@type":"WebSite","@id":"https:\/\/www.topfastpcb.com\/#website","url":"https:\/\/www.topfastpcb.com\/","name":"Topfastpcb","description":"Topfast Prime Choice for Global Electronics Manufacturing","publisher":{"@id":"https:\/\/www.topfastpcb.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.topfastpcb.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"tr"},{"@type":"Organization","@id":"https:\/\/www.topfastpcb.com\/#organization","name":"Topfastpcb","url":"https:\/\/www.topfastpcb.com\/","logo":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/www.topfastpcb.com\/#\/schema\/logo\/image\/","url":"https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2026\/02\/cropped-topfast-logo.png","contentUrl":"https:\/\/www.topfastpcb.com\/wp-content\/uploads\/2026\/02\/cropped-topfast-logo.png","width":144,"height":56,"caption":"Topfastpcb"},"image":{"@id":"https:\/\/www.topfastpcb.com\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.topfastpcb.com\/#\/schema\/person\/39870874f1c329f3cd3693593dbdce3a","name":"\u6258\u666e\u6cd5\u65af\u7279","sameAs":["http:\/\/www.topfastpcb.com"],"url":"https:\/\/www.topfastpcb.com\/tr\/blog\/author\/admin\/"}]}},"_links":{"self":[{"href":"https:\/\/www.topfastpcb.com\/tr\/wp-json\/wp\/v2\/posts\/3276","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.topfastpcb.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.topfastpcb.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.topfastpcb.com\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.topfastpcb.com\/tr\/wp-json\/wp\/v2\/comments?post=3276"}],"version-history":[{"count":1,"href":"https:\/\/www.topfastpcb.com\/tr\/wp-json\/wp\/v2\/posts\/3276\/revisions"}],"predecessor-version":[{"id":3277,"href":"https:\/\/www.topfastpcb.com\/tr\/wp-json\/wp\/v2\/posts\/3276\/revisions\/3277"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.topfastpcb.com\/tr\/wp-json\/wp\/v2\/media\/3272"}],"wp:attachment":[{"href":"https:\/\/www.topfastpcb.com\/tr\/wp-json\/wp\/v2\/media?parent=3276"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.topfastpcb.com\/tr\/wp-json\/wp\/v2\/categories?post=3276"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.topfastpcb.com\/tr\/wp-json\/wp\/v2\/tags?post=3276"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}